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Benchmarks
PNS estimation on Low-dimensional synthetic nobs = 100k, nexp = 50k
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100
Validity
ANCHORED
73.6152
80.4651
87.315
94.1649
May 8, 2026
Validity
PT Coverage
ID Coverage
Width
Internal Score
Updated 23d ago
Evaluation Results
Method
Method
Links
Validity
PT Coverage
ID Coverage
Width
Internal Score
ANCHORED
Uncertainty=None (Plug...
2026.05
100
82.34
36.36
0.2041
0.8102
MB FULL
Uncertainty=Full Multi...
2026.05
100
98.5
97.4
0.3695
0.6385
MB LAST LYR.
Uncertainty=Last-layer...
2026.05
100
88.1
73.41
0.2045
0.5112
ANCH. EPINET.
Uncertainty=ENN (EpiNe...
2026.05
100
98.19
95.59
0.3303
0.3471
S-LEARNER
type=Standard Causal L...
2026.05
76.29
74.52
22.49
0.173
0.7295
T-LEARNER
type=Standard Causal L...
2026.05
74.63
72.39
27.46
0.1782
0.9874
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